I briefly tried Ubuntu on a notebook computer. Very briefly. Touch screen performance and battery performance were both poor, which would have been show stoppers for a tablet.

I don't know what layer of a Linux system is responsible for making the touch screen or battery work better, but I suspect it's not the fault of any specific distro.